aminer-open-academic
Pass
Audited by Gen Agent Trust Hub on Apr 20, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill is a legitimate tool for academic research, authored by AMiner. All external references and network communications target the official aminer.cn domains, which are established academic service providers.\n- [CREDENTIALS_UNSAFE]: The skill manages the AMINER_API_KEY through environment variables and includes explicit instructions for the agent to verify the token's existence without exposing its value in plain text.\n- [COMMAND_EXECUTION]: The included Python wrapper (aminer_client.py) and bash check commands are benign, using standard libraries for networking and environment verification without any unauthorized system operations.\n- [DATA_EXFILTRATION]: No data exfiltration patterns were detected. All retrieved data (paper details, scholar profiles) is used directly to fulfill the user's scholarly queries within the agent context.\n- [SAFE]: While the skill ingests untrusted academic data such as abstracts and biographies, this is a primary function of the tool and the data originates from the trusted vendor's own database, minimizing the risk of indirect prompt injection.
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